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Class Project 2 - Heart Failure Workflow

Data Explorer: Contains all columns for statistical view
CSV Reader
Checks for missing values and excludes them.
Missing Value
Scatter Plots: Shows correlations and patterns
Scatter Plots
One hot-encoding
One to Many
Filter out inconclusive columns and their values
Column Filter
Box Plots: Shows whether numeric variables differ between Heart Failure vs non Heart Failure groups
Box Plots
Bar charts: Shows class imbalance and category distribution
Bar Charts
Correlation: Shows which numeric variables are correlated, and which is important for modeling.
Linear Correlation
Histograms: Shows the distribution, skewness, outliers of attributes in the dataset.
Histograms

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Extensions

Links